Name: Mastering Natural Language Processing (NLP) - Online Course
Price: 7499.00 INR
Availability: InStock

Mastering Natural Language Processing (NLP) – Online Course

An in-depth online course focused on mastering Natural Language Processing (NLP), featuring hands-on projects and expert-led instruction to advance your AI and text analysis skills.

Comprehensive Online Course in Natural Language Processing (NLP)

This comprehensive online course in Natural Language Processing (NLP) is designed to equip you with the skills and knowledge required to excel in AI-driven text analysis. Covering everything from the basics of NLP to advanced machine learning applications, this program is ideal for professionals looking to deepen their understanding of language models, text preprocessing, sentiment analysis, and more. With practical exercises and real-world projects, you'll be ready to implement NLP solutions in various industries.

Program Structure

Introduction to Natural Language Processing:

Overview of NLP and its Applications.
Key Concepts and Terminologies in NLP.
Text Preprocessing and Cleaning.

Text Processing and Tokenization:

Techniques for Text Normalization.
Tokenization Methods.
Stemming and Lemmatization.

Sentiment Analysis:

Basics of Sentiment Analysis.
Building Sentiment Analysis Models.
Evaluating Sentiment Analysis Models.

Topic Modeling:

Introduction to Topic Modeling.
Latent Dirichlet Allocation (LDA).
Implementation of Topic Modeling in Python.

Sequence Models:

Understanding Sequence Data.
Recurrent Neural Networks (RNN).
Long Short-Term Memory (LSTM) Networks.

Transformer Models:

Introduction to Transformer Models.
Bidirectional Encoder Representations from Transformers (BERT).
Implementing Transformers for NLP Tasks.

Practical NLP:

Working with Python and Jupyter Notebooks.
Using NLTK and spaCy for NLP Tasks.
Implementing Advanced NLP Models with Hugging Face Transformers.

Participant’s Eligibility

Senior undergraduates and graduate students in Computer Science and related fields.
Professionals in IT, data science, and software development looking to enhance their NLP skills.

Program Outcomes

Develop a solid understanding of NLP principles and techniques.
Gain proficiency in text preprocessing, tokenization, and sentiment analysis.
Implement topic modeling, sequence models, and transformer models like BERT.
Master the use of key NLP libraries such as NLTK, spaCy, and Hugging Face Transformers.
Apply NLP concepts to real-world projects and scenarios.
Enhance Python programming skills for advanced NLP tasks.
Complete practical coding exercises and projects demonstrating NLP expertise.
Earn a certificate of completion recognized by industry leaders.

Reviews

There are no reviews yet.

Be the first to review “Mastering Natural Language Processing (NLP) – Online Course”

Achieve Excellence & Enter the Hall of Fame!

Elevate your research to the next level! Get your groundbreaking work considered for publication in prestigious Open Access Journal (worth USD 1,000) and Opportunity to join esteemed Centre of Excellence. Network with industry leaders, access ongoing learning opportunities, and potentially earn a place in our coveted

Hall of Fame.

Achieve excellence and solidify your reputation among the elite!

AI

Mastering Natural Language Processing (NLP) – Online Course

Program Structure